What's the coolest self-driven project you've worked on?

This page summarizes the projects mentioned and recommended in the original post on /r/datascience

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  1. Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

    aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

    The motivation came entirely from reading the book Bayesian Methods for Hackers and deciding that I wanted to start a project based on probabilistic programming in PyMC3. I found an existing PyMC3 rugby model and decided to start by adapting that to the NHL.

  2. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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  3. NLP-Model-for-Corpus-Similarity

    A NLP algorithm I developed to determine the similarity or relation between two documents/Wikipedia articles. Inspired by the cosine similarity algorithm and built from WordNet.

  4. dtale

    Visualizer for pandas data structures

    My own pandas visualizer, its up to 2100 stars now: https://github.com/man-group/dtale

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

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